Hypercube Algorithms: With Applications to Image Processing and Pattern Recognition - Rilegato

Ranka, Sanjay; Sahni, Sartaj

Rilegato

ISBN 10: 3540973222 ISBN 13: 9783540973225

Casa editrice: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1990

Riassunto

Fundamental algorithms for SIMD and MIMD hypercubes are developed in this text. These include algorithms for such problems as data broadcasting, data sum, prefix sum, shift, data circulation, data accumulation, sorting, random access reads and writes and data permutation. The fundamental algorithms are then used to obtain efficient hypercube algorithms for matrix multiplication, image processing problems such as convolution, template matching, Hough transform, clustering and image processing transformation, and string editing. Most of the algorithms in this book are for hypercubes with the number of processors being a function of problem size. However, for image processing problems, the book also includes algorithms for, and MIMD hypercubes with, a small number of processes. Experimental results on an NCUBE/77 MIMD hypercubes are also presented. The book is suitable for use in a one-term or one-quarter course on hypercube algorithms. For students with no prior exposure to parallel algorithms, it is recommended that one week will be spent on the material in chapter 1, about six weeks on chapter 2 and one week on chapter 3. The remainder of the term can be spent covering topics from the rest of the book.

Su questo libro

Product Description

European Book

Dettagli dell?edizione

• Editore: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
• Data di pubblicazione: 1990
• Lingua: Inglese
• ISBN 10: 3540973222
• ISBN 13: 9783540973225
• Rilegatura: Copertina rigida
• Numero di pagine: 246
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile